I realize there are already a ton of comments, but I think you're missing the idea of _precision_.

Most people aren't precise when initially describing their problem.

Jumping straight into implementation skips the part where we refine and better define what it is we're trying to do, and think through the implications of those changes.

I suspect "trusting the model" doesn't really work at scale with finite resources.